Self-Evolving Agent Engineering for Healthcare: Methodologies and Applications
Published in Preprints.org, 2026
Healthcare agents are increasingly built to refine their own policies rather than to run a fixed pipeline. This work reviews the methodologies behind self-evolving agent engineering, how such systems accumulate and reuse experience, and the clinical and biomedical applications where the approach has been put to work.
Recommended citation: Hou, D., Wu, Z., Zeng, Y., Jiang, L., Lin, F., & Yamada, K. (2026). Self-Evolving Agent Engineering for Healthcare: Methodologies and Applications. Preprints.org.
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